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Time Series

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Showing 45014550 of 9169 papers

TitleStatusHype
Empirical Studies on Symbolic Aggregation Approximation Under Statistical Perspectives for Knowledge Discovery in Time Series0
Empirical Risk Minimization for Time Series: Nonparametric Performance Bounds for Prediction0
A General Method for Event Detection on Social Media0
Actor-Critic Approach for Temporal Predictive Clustering0
Empirical Quantitative Analysis of COVID-19 Forecasting Models0
Empirical observations of ultraslow diffusion driven by the fractional dynamics in languages: Dynamical statistical properties of word counts of already popular words0
Causal Temporal Regime Structure Learning0
Empirical facts characterizing banking crises: an analysis via binary time series0
CaSS: A Channel-aware Self-supervised Representation Learning Framework for Multivariate Time Series Classification0
A novel approach to quantify volatility prediction0
Empirical analysis of daily cash flow time series and its implications for forecasting0
Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation0
Emotion-Inspired Deep Structure (EiDS) for EEG Time Series Forecasting0
Emotional Expression Classification using Time-Series Kernels0
Case Studies of Causal Discovery from IT Monitoring Time Series0
A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes0
A Generalized Transformer-based Radio Link Failure Prediction Framework in 5G RANs0
Emerging Statistical Machine Learning Techniques for Extreme Temperature Forecasting in U.S. Cities0
Case ID detection based on time series data -- the mining use case0
EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling0
Case-based reasoning for rare events prediction on strategic sites0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators0
Embedding Symbolic Temporal Knowledge into Deep Sequential Models0
Embedded Topic Models Enhanced by Wikification0
Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application0
A novel application of Shapley values for large multidimensional time-series data: Applying explainable AI to a DNA profile classification neural network0
A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector machine0
Activity recognition using ST-GCN with 3D motion data0
A causal learning approach to in-orbit inertial parameter estimation for multi-payload deployers0
Embarrassingly Simple MixUp for Time-series0
Elucidation of time-dependent systems biology cell response patterns with time course network enrichment0
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting0
CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data0
A Novel Algorithm for the Maximal Fit Problem in Boolean Networks0
Eliciting Disease Data from Wikipedia Articles0
Electricity Demand Forecasting with Hybrid Statistical and Machine Learning Algorithms: Case Study of Ukraine0
Electrical Load Forecasting Model Using Hybrid LSTM Neural Networks with Online Correction0
Forecasting Cardiology Admissions from Catheterization Laboratory0
An Ordinal Pattern Approach to Detect and to Model Leverage Effects and Dependence Structures Between Financial Time Series0
Capturing Temporal Components for Time Series Classification0
An Ordered Lasso and Sparse Time-Lagged Regression0
EigenNetworks0
Ego-Network Transformer for Subsequence Classification in Time Series Data0
EF-LLM: Energy Forecasting LLM with AI-assisted Automation, Enhanced Sparse Prediction, Hallucination Detection0
Capturing Momentum: Tennis Match Analysis Using Machine Learning and Time Series Theory0
An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks0
CASU2Net: Cascaded Unification Network by a Two-step Early Fusion for Fault Detection in Offshore Wind Turbines0
Efficient Time Series Processing for Transformers and State-Space Models through Token Merging0
Efficient Time Series Forecasting via Hyper-Complex Models and Frequency Aggregation0
Efficient structure learning with automatic sparsity selection for causal graph processes0
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